GPT-6 Astra Pro

openai/gpt-6-astra-pro

GPT-6 Astra Pro is the same underlying model as GPT-6 Astra, served with reasoning.mode set to pro for higher-quality responses on complex tasks.

Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoning#reasoning-mode

Modalities
File
Image
Text
In / Out price
$10.00 / $50.00 per 1M
Context
1.05M · 128K out
Released
Sep 4, 2026

Providers

Live list prices and uptime across 5 providers serving this model.

ProviderInput /MOutput /MCache read /MContextMax outputUptime 24h
OpenAI$5.00$25.00$0.501.05M128K99.80%
Azure$10.00$50.00$1.001.05M128K99.63%
OpenAI$10.00$50.00$1.001.05M128K99.94%
Azure$11.00$55.00$1.101.05M128K
OpenAI$20.00$100.00$2.001.05M128K100.00%

No implicit prompt caching; cache reads require explicit cache control.

Capabilities

Tool calling
Reasoning
Moderated
Include reasoning
Max completion tokens
Max tokens
Reasoning effort
Response format
Seed
Structured outputs
Tool choice

Pricing detail

Input
$10.00
Output
$50.00
Cache read
$1.00
Cache write
$12.50

USD per 1M tokens.